Python Job.write Examples

Example #1

File: job_builder_mnist_series.py Project: revbucket/lipMIP

	def build_jobs(epoch_no, network=None):
		local_job_name = NAMER(epoch_no) + '_LOCAL'
		local_job = Job(local_job_name, local_exp, local_nests,
						save_loc=SCHEDULE_DIR)
		local_job.write()

		global_job_name = NAMER(epoch_no) + '_GLOBAL'
		global_job = Job(global_job_name, global_exp, global_nests,
						 save_loc=SCHEDULE_DIR)
		global_job.write()

Example #2

File: job_builder_training_series.py Project: revbucket/lipMIP

	def build_jobs(epoch_no, network=None):
		local_job_name = '%s_EPOCH%04d_LOCAL' % (NAME, epoch_no)
		local_job = Job(local_job_name, local_exp, local_nests,
						save_loc=SCHEDULE_DIR)
		local_job.write()


		global_job_name = '%s_EPOCH%04d_GLOBAL' % (NAME, epoch_no)
		global_job = Job(global_job_name, global_exp, global_nests,
						 save_loc=SCHEDULE_DIR)
		global_job.write()

Example #3

File: regbundle_regularizer_series.py Project: revbucket/lipMIP

		def build_jobs(epoch_no, network=None, NAME=NAME, reg_name=reg_name):
			prefix = '%s_REG%s_EPOCH%04d' % (NAME, reg_name, epoch_no)
			local_exp = Experiment(LOCAL_METHODS, network=network, **exp_kwargs)
			global_exp = Experiment(GLOBAL_METHODS, network=network, **exp_kwargs)

			local_job = Job('%s_LOCAL' % prefix, local_exp, local_nests,
							save_loc=SCHEDULE_DIR)
			global_job = Job('%s_GLOBAL' % prefix, global_exp, global_nests,
							 save_loc=SCHEDULE_DIR)

			local_job.write()
			global_job.write()

Example #4

	def build_jobs(network, **exp_kwargs):
		local_exp = Experiment([FastLip, LipLP, LipMIP], 
							   network=network, **exp_kwargs)	
		global_exp = Experiment([LipMIP, FastLip, LipLP, SeqLip, LipSDP, NaiveUB], 
								network=network, **exp_kwargs)
		prefix = NAME_FXN(network)
		#prefix = '%s_RELUS%02d' % (NAME, network.num_relus)
		local_job_name = prefix + "_LOCAL"
		local_job = Job(local_job_name, local_exp, local_nests,
						save_loc=SCHEDULE_DIR)
		global_job_name = prefix + "_GLOBAL"
		global_job = Job(global_job_name, global_exp, global_nests,
						 save_loc=SCHEDULE_DIR)
		local_job.write()		
		global_job.write()